mombile data

Brought to you by YData

Dataset statistics

Number of variables	15
Number of observations	930
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	15
Duplicate rows (%)	1.6%
Total size in memory	109.1 KiB
Average record size in memory	120.1 B

Variable types

Categorical	3
Text	11
Numeric	1

Alerts

Dataset has 15 (1.6%) duplicate rows	Duplicates

Reproduction

Analysis started	2025-06-19 19:34:12.207508
Analysis finished	2025-06-19 19:34:13.623895
Duration	1.42 second
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Company Name
Categorical

Distinct	19
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Oppo	129
Apple	97
Honor	91
Samsung	88
Vivo	86
Other values (14)	439

Length

Max length	8
Median length	7
Mean length	5.5322581
Min length	4

Characters and Unicode

Total characters	5145
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Apple
2nd row	Apple
3rd row	Apple
4th row	Apple
5th row	Apple

Common Values

Value	Count	Frequency (%)
Oppo	129	13.9%
Apple	97	10.4%
Honor	91	9.8%
Samsung	88	9.5%
Vivo	86	9.2%
Realme	69	7.4%
Motorola	62	6.7%
Infinix	56	6.0%
OnePlus	53	5.7%
Huawei	42	4.5%
Other values (9)	157	16.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
oppo	129	13.9%
apple	97	10.4%
honor	91	9.8%
samsung	88	9.5%
vivo	86	9.2%
realme	69	7.4%
motorola	62	6.7%
infinix	56	6.0%
oneplus	53	5.7%
huawei	42	4.5%
Other values (8)	157	16.9%

Most occurring characters

Value	Count	Frequency (%)
o	745	14.5%
p	452	8.8%
n	407	7.9%
e	405	7.9%
i	308	6.0%
l	302	5.9%
a	299	5.8%
O	248	4.8%
m	184	3.6%
u	183	3.6%
Other values (26)	1612	31.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5145	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	745	14.5%
p	452	8.8%
n	407	7.9%
e	405	7.9%
i	308	6.0%
l	302	5.9%
a	299	5.8%
O	248	4.8%
m	184	3.6%
u	183	3.6%
Other values (26)	1612	31.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5145	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	745	14.5%
p	452	8.8%
n	407	7.9%
e	405	7.9%
i	308	6.0%
l	302	5.9%
a	299	5.8%
O	248	4.8%
m	184	3.6%
u	183	3.6%
Other values (26)	1612	31.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5145	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	745	14.5%
p	452	8.8%
n	407	7.9%
e	405	7.9%
i	308	6.0%
l	302	5.9%
a	299	5.8%
O	248	4.8%
m	184	3.6%
u	183	3.6%
Other values (26)	1612	31.3%

Model Name
Text

Distinct	908
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	39
Median length	27
Mean length	14.293548
Min length	2

Characters and Unicode

Total characters	13293
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	888 ?
Unique (%)	95.5%

Sample

1st row	iPhone 16 128GB
2nd row	iPhone 16 256GB
3rd row	iPhone 16 512GB
4th row	iPhone 16 Plus 128GB
5th row	iPhone 16 Plus 256GB

Value	Count	Frequency (%)
128gb	314	10.6%
256gb	275	9.3%
pro	243	8.2%
5g	149	5.0%
galaxy	88	3.0%
512gb	84	2.8%
64gb	82	2.8%
iphone	80	2.7%
pad	54	1.8%
oneplus	53	1.8%
Other values (374)	1545	52.1%

Most occurring characters

Value	Count	Frequency (%)
	2037	15.3%
G	1072	8.1%
2	869	6.5%
B	778	5.9%
1	721	5.4%
5	654	4.9%
o	634	4.8%
P	547	4.1%
a	487	3.7%
6	451	3.4%
Other values (54)	5043	37.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13293	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2037	15.3%
G	1072	8.1%
2	869	6.5%
B	778	5.9%
1	721	5.4%
5	654	4.9%
o	634	4.8%
P	547	4.1%
a	487	3.7%
6	451	3.4%
Other values (54)	5043	37.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13293	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2037	15.3%
G	1072	8.1%
2	869	6.5%
B	778	5.9%
1	721	5.4%
5	654	4.9%
o	634	4.8%
P	547	4.1%
a	487	3.7%
6	451	3.4%
Other values (54)	5043	37.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13293	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2037	15.3%
G	1072	8.1%
2	869	6.5%
B	778	5.9%
1	721	5.4%
5	654	4.9%
o	634	4.8%
P	547	4.1%
a	487	3.7%
6	451	3.4%
Other values (54)	5043	37.9%

Mobile Weight
Text

Distinct	148
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	6
Median length	4
Mean length	4.0107527
Min length	4

Characters and Unicode

Total characters	3730
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	42 ?
Unique (%)	4.5%

Sample

1st row	174g
2nd row	174g
3rd row	174g
4th row	203g
5th row	203g

Value	Count	Frequency (%)
190g	68	7.3%
195g	64	6.9%
185g	29	3.1%
192g	26	2.8%
180g	25	2.7%
205g	22	2.4%
186g	22	2.4%
198g	22	2.4%
206g	21	2.3%
188g	21	2.3%
Other values (138)	610	65.6%

Most occurring characters

Value	Count	Frequency (%)
g	930	24.9%
1	694	18.6%
2	375	10.1%
9	355	9.5%
0	326	8.7%
8	295	7.9%
5	221	5.9%
6	147	3.9%
7	144	3.9%
4	128	3.4%
Other values (2)	115	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3730	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
g	930	24.9%
1	694	18.6%
2	375	10.1%
9	355	9.5%
0	326	8.7%
8	295	7.9%
5	221	5.9%
6	147	3.9%
7	144	3.9%
4	128	3.4%
Other values (2)	115	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3730	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
g	930	24.9%
1	694	18.6%
2	375	10.1%
9	355	9.5%
0	326	8.7%
8	295	7.9%
5	221	5.9%
6	147	3.9%
7	144	3.9%
4	128	3.4%
Other values (2)	115	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3730	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
g	930	24.9%
1	694	18.6%
2	375	10.1%
9	355	9.5%
0	326	8.7%
8	295	7.9%
5	221	5.9%
6	147	3.9%
7	144	3.9%
4	128	3.4%
Other values (2)	115	3.1%

RAM
Categorical

Distinct	11
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

8GB	308
6GB	206
12GB	193
4GB	146
3GB	34
Other values (6)	43

Length

Max length	10
Median length	3
Mean length	3.2612903
Min length	3

Characters and Unicode

Total characters	3033
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	6GB
2nd row	6GB
3rd row	6GB
4th row	6GB
5th row	6GB

Common Values

Value	Count	Frequency (%)
8GB	308	33.1%
6GB	206	22.2%
12GB	193	20.8%
4GB	146	15.7%
3GB	34	3.7%
16GB	31	3.3%
2GB	6	0.6%
1.5GB	2	0.2%
8GB / 12GB	2	0.2%
10GB	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8gb	310	33.2%
6gb	206	22.1%
12gb	195	20.9%
4gb	146	15.6%
3gb	34	3.6%
16gb	31	3.3%
2gb	6	0.6%
1.5gb	2	0.2%
	2	0.2%
10gb	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
G	932	30.7%
B	932	30.7%
8	310	10.2%
6	237	7.8%
1	230	7.6%
2	201	6.6%
4	146	4.8%
3	34	1.1%
	4	0.1%
.	2	0.1%
Other values (3)	5	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	932	30.7%
B	932	30.7%
8	310	10.2%
6	237	7.8%
1	230	7.6%
2	201	6.6%
4	146	4.8%
3	34	1.1%
	4	0.1%
.	2	0.1%
Other values (3)	5	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	932	30.7%
B	932	30.7%
8	310	10.2%
6	237	7.8%
1	230	7.6%
2	201	6.6%
4	146	4.8%
3	34	1.1%
	4	0.1%
.	2	0.1%
Other values (3)	5	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	932	30.7%
B	932	30.7%
8	310	10.2%
6	237	7.8%
1	230	7.6%
2	201	6.6%
4	146	4.8%
3	34	1.1%
	4	0.1%
.	2	0.1%
Other values (3)	5	0.2%

Front Camera
Categorical

Distinct	29
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

16MP	211
32MP	207
8MP	165
12MP	81
5MP	47
Other values (24)	219

Length

Max length	34
Median length	4
Mean length	4.1086022
Min length	3

Characters and Unicode

Total characters	3821
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.6%

Sample

1st row	12MP
2nd row	12MP
3rd row	12MP
4th row	12MP
5th row	12MP

Common Values

Value	Count	Frequency (%)
16MP	211	22.7%
32MP	207	22.3%
8MP	165	17.7%
12MP	81	8.7%
5MP	47	5.1%
13MP	43	4.6%
12MP / 4K	36	3.9%
50MP	30	3.2%
7MP	24	2.6%
10MP	22	2.4%
Other values (19)	64	6.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
16mp	211	20.5%
32mp	208	20.2%
8mp	170	16.5%
12mp	121	11.8%
5mp	47	4.6%
13mp	43	4.2%
	43	4.2%
4k	36	3.5%
50mp	30	2.9%
10mp	25	2.4%
Other values (19)	94	9.1%

Most occurring characters

Value	Count	Frequency (%)
M	942	24.7%
P	942	24.7%
1	415	10.9%
2	359	9.4%
3	251	6.6%
6	222	5.8%
8	180	4.7%
	98	2.6%
0	92	2.4%
5	82	2.1%
Other values (24)	238	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3821	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	942	24.7%
P	942	24.7%
1	415	10.9%
2	359	9.4%
3	251	6.6%
6	222	5.8%
8	180	4.7%
	98	2.6%
0	92	2.4%
5	82	2.1%
Other values (24)	238	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3821	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	942	24.7%
P	942	24.7%
1	415	10.9%
2	359	9.4%
3	251	6.6%
6	222	5.8%
8	180	4.7%
	98	2.6%
0	92	2.4%
5	82	2.1%
Other values (24)	238	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3821	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	942	24.7%
P	942	24.7%
1	415	10.9%
2	359	9.4%
3	251	6.6%
6	222	5.8%
8	180	4.7%
	98	2.6%
0	92	2.4%
5	82	2.1%
Other values (24)	238	6.2%

Back Camera
Text

Distinct	91
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	59
Median length	50
Mean length	9.2258065
Min length	3

Characters and Unicode

Total characters	8580
Distinct characters	39
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	2.5%

Sample

1st row	48MP
2nd row	48MP
3rd row	48MP
4th row	48MP
5th row	48MP

Value	Count	Frequency (%)
	588	26.6%
50mp	425	19.2%
12mp	202	9.1%
2mp	184	8.3%
8mp	170	7.7%
48mp	130	5.9%
64mp	120	5.4%
13mp	109	4.9%
108mp	55	2.5%
16mp	38	1.7%
Other values (23)	190	8.6%

Most occurring characters

Value	Count	Frequency (%)
M	1557	18.1%
P	1519	17.7%
	1281	14.9%
+	589	6.9%
0	536	6.2%
5	449	5.2%
1	433	5.0%
2	431	5.0%
8	357	4.2%
4	262	3.1%
Other values (29)	1166	13.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8580	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	1557	18.1%
P	1519	17.7%
	1281	14.9%
+	589	6.9%
0	536	6.2%
5	449	5.2%
1	433	5.0%
2	431	5.0%
8	357	4.2%
4	262	3.1%
Other values (29)	1166	13.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8580	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	1557	18.1%
P	1519	17.7%
	1281	14.9%
+	589	6.9%
0	536	6.2%
5	449	5.2%
1	433	5.0%
2	431	5.0%
8	357	4.2%
4	262	3.1%
Other values (29)	1166	13.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8580	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	1557	18.1%
P	1519	17.7%
	1281	14.9%
+	589	6.9%
0	536	6.2%
5	449	5.2%
1	433	5.0%
2	431	5.0%
8	357	4.2%
4	262	3.1%
Other values (29)	1166	13.6%

Processor
Text

Distinct	217
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	32
Median length	28
Mean length	17.589247
Min length	7

Characters and Unicode

Total characters	16358
Distinct characters	49
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	54 ?
Unique (%)	5.8%

Sample

1st row	A17 Bionic
2nd row	A17 Bionic
3rd row	A17 Bionic
4th row	A17 Bionic
5th row	A17 Bionic

Value	Count	Frequency (%)
snapdragon	371	13.9%
mediatek	289	10.9%
dimensity	215	8.1%
gen	167	6.3%
qualcomm	121	4.5%
8	115	4.3%
helio	113	4.2%
bionic	91	3.4%
1	64	2.4%
2	54	2.0%
Other values (160)	1063	39.9%

Most occurring characters

Value	Count	Frequency (%)
	1733	10.6%
n	1341	8.2%
a	1162	7.1%
i	1116	6.8%
e	1109	6.8%
o	821	5.0%
d	661	4.0%
0	632	3.9%
m	458	2.8%
8	434	2.7%
Other values (39)	6891	42.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16358	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1733	10.6%
n	1341	8.2%
a	1162	7.1%
i	1116	6.8%
e	1109	6.8%
o	821	5.0%
d	661	4.0%
0	632	3.9%
m	458	2.8%
8	434	2.7%
Other values (39)	6891	42.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16358	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1733	10.6%
n	1341	8.2%
a	1162	7.1%
i	1116	6.8%
e	1109	6.8%
o	821	5.0%
d	661	4.0%
0	632	3.9%
m	458	2.8%
8	434	2.7%
Other values (39)	6891	42.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16358	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1733	10.6%
n	1341	8.2%
a	1162	7.1%
i	1116	6.8%
e	1109	6.8%
o	821	5.0%
d	661	4.0%
0	632	3.9%
m	458	2.8%
8	434	2.7%
Other values (39)	6891	42.1%

Battery Capacity
Text

Distinct	147
Distinct (%)	15.8%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	9
Median length	8
Mean length	7.6806452
Min length	7

Characters and Unicode

Total characters	7143
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	40 ?
Unique (%)	4.3%

Sample

1st row	3,600mAh
2nd row	3,600mAh
3rd row	3,600mAh
4th row	4,200mAh
5th row	4,200mAh

Value	Count	Frequency (%)
5,000mah	197	21.2%
5000mah	96	10.3%
4,500mah	46	4.9%
4500mah	38	4.1%
5,200mah	35	3.8%
4,000mah	24	2.6%
6000mah	20	2.2%
4,300mah	20	2.2%
5,500mah	19	2.0%
5,100mah	19	2.0%
Other values (137)	416	44.7%

Most occurring characters

Value	Count	Frequency (%)
0	2065	28.9%
m	930	13.0%
A	930	13.0%
h	930	13.0%
5	617	8.6%
,	615	8.6%
4	354	5.0%
3	147	2.1%
2	134	1.9%
1	119	1.7%
Other values (4)	302	4.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7143	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2065	28.9%
m	930	13.0%
A	930	13.0%
h	930	13.0%
5	617	8.6%
,	615	8.6%
4	354	5.0%
3	147	2.1%
2	134	1.9%
1	119	1.7%
Other values (4)	302	4.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7143	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2065	28.9%
m	930	13.0%
A	930	13.0%
h	930	13.0%
5	617	8.6%
,	615	8.6%
4	354	5.0%
3	147	2.1%
2	134	1.9%
1	119	1.7%
Other values (4)	302	4.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7143	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2065	28.9%
m	930	13.0%
A	930	13.0%
h	930	13.0%
5	617	8.6%
,	615	8.6%
4	354	5.0%
3	147	2.1%
2	134	1.9%
1	119	1.7%
Other values (4)	302	4.2%

Screen Size
Text

Distinct	97
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	44
Median length	40
Mean length	10.637634
Min length	8

Characters and Unicode

Total characters	9893
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	27 ?
Unique (%)	2.9%

Sample

1st row	6.1 inches
2nd row	6.1 inches
3rd row	6.1 inches
4th row	6.7 inches
5th row	6.7 inches

Value	Count	Frequency (%)
inches	934	49.7%
6.7	127	6.8%
6.5	76	4.0%
6.67	69	3.7%
6.6	64	3.4%
6.78	61	3.2%
6.1	51	2.7%
6.8	39	2.1%
6.55	22	1.2%
6.43	21	1.1%
Other values (89)	416	22.1%

Most occurring characters

Value	Count	Frequency (%)
	950	9.6%
6	948	9.6%
n	948	9.6%
e	948	9.6%
i	938	9.5%
c	934	9.4%
h	934	9.4%
s	934	9.4%
.	911	9.2%
7	341	3.4%
Other values (21)	1107	11.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9893	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	950	9.6%
6	948	9.6%
n	948	9.6%
e	948	9.6%
i	938	9.5%
c	934	9.4%
h	934	9.4%
s	934	9.4%
.	911	9.2%
7	341	3.4%
Other values (21)	1107	11.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9893	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	950	9.6%
6	948	9.6%
n	948	9.6%
e	948	9.6%
i	938	9.5%
c	934	9.4%
h	934	9.4%
s	934	9.4%
.	911	9.2%
7	341	3.4%
Other values (21)	1107	11.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9893	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	950	9.6%
6	948	9.6%
n	948	9.6%
e	948	9.6%
i	938	9.5%
c	934	9.4%
h	934	9.4%
s	934	9.4%
.	911	9.2%
7	341	3.4%
Other values (21)	1107	11.2%

Launched Price (Pakistan)
Text

Distinct	157
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	13
Median length	10
Mean length	10.412903
Min length	10

Characters and Unicode

Total characters	9684
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	58 ?
Unique (%)	6.2%

Sample

1st row	PKR 224,999
2nd row	PKR 234,999
3rd row	PKR 244,999
4th row	PKR 249,999
5th row	PKR 259,999

Value	Count	Frequency (%)
pkr	929	49.9%
79,999	39	2.1%
69,999	38	2.0%
89,999	38	2.0%
59,999	35	1.9%
54,999	32	1.7%
39,999	31	1.7%
34,999	27	1.5%
49,999	27	1.5%
64,999	27	1.5%
Other values (149)	637	34.2%

Most occurring characters

Value	Count	Frequency (%)
9	3121	32.2%
	930	9.6%
P	929	9.6%
R	929	9.6%
,	929	9.6%
K	929	9.6%
0	391	4.0%
4	350	3.6%
1	279	2.9%
2	229	2.4%
Other values (14)	668	6.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9684	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	3121	32.2%
	930	9.6%
P	929	9.6%
R	929	9.6%
,	929	9.6%
K	929	9.6%
0	391	4.0%
4	350	3.6%
1	279	2.9%
2	229	2.4%
Other values (14)	668	6.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9684	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	3121	32.2%
	930	9.6%
P	929	9.6%
R	929	9.6%
,	929	9.6%
K	929	9.6%
0	391	4.0%
4	350	3.6%
1	279	2.9%
2	229	2.4%
Other values (14)	668	6.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9684	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	3121	32.2%
	930	9.6%
P	929	9.6%
R	929	9.6%
,	929	9.6%
K	929	9.6%
0	391	4.0%
4	350	3.6%
1	279	2.9%
2	229	2.4%
Other values (14)	668	6.9%

Launched Price (India)
Text

Distinct	147
Distinct (%)	15.8%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	12
Median length	10
Mean length	10.093548
Min length	9

Characters and Unicode

Total characters	9387
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	54 ?
Unique (%)	5.8%

Sample

1st row	INR 79,999
2nd row	INR 84,999
3rd row	INR 89,999
4th row	INR 89,999
5th row	INR 94,999

Value	Count	Frequency (%)
inr	930	50.0%
29,999	35	1.9%
39,999	31	1.7%
22,999	30	1.6%
44,999	29	1.6%
34,999	27	1.5%
14,999	27	1.5%
24,999	26	1.4%
19,999	24	1.3%
54,999	23	1.2%
Other values (138)	678	36.5%

Most occurring characters

Value	Count	Frequency (%)
9	2886	30.7%
,	933	9.9%
I	930	9.9%
N	930	9.9%
R	930	9.9%
	930	9.9%
1	396	4.2%
4	364	3.9%
0	283	3.0%
2	282	3.0%
Other values (5)	523	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9387	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	2886	30.7%
,	933	9.9%
I	930	9.9%
N	930	9.9%
R	930	9.9%
	930	9.9%
1	396	4.2%
4	364	3.9%
0	283	3.0%
2	282	3.0%
Other values (5)	523	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9387	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	2886	30.7%
,	933	9.9%
I	930	9.9%
N	930	9.9%
R	930	9.9%
	930	9.9%
1	396	4.2%
4	364	3.9%
0	283	3.0%
2	282	3.0%
Other values (5)	523	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9387	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	2886	30.7%
,	933	9.9%
I	930	9.9%
N	930	9.9%
R	930	9.9%
	930	9.9%
1	396	4.2%
4	364	3.9%
0	283	3.0%
2	282	3.0%
Other values (5)	523	5.6%

Launched Price (China)
Text

Distinct	137
Distinct (%)	14.7%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	11
Median length	9
Mean length	8.9075269
Min length	7

Characters and Unicode

Total characters	8284
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39 ?
Unique (%)	4.2%

Sample

1st row	CNY 5,799
2nd row	CNY 6,099
3rd row	CNY 6,499
4th row	CNY 6,199
5th row	CNY 6,499

Value	Count	Frequency (%)
cny	929	50.0%
2,499	36	1.9%
1,499	32	1.7%
3,499	31	1.7%
2,199	29	1.6%
999	29	1.6%
1,799	29	1.6%
1,199	26	1.4%
2,299	25	1.3%
2,999	25	1.3%
Other values (127)	668	35.9%

Most occurring characters

Value	Count	Frequency (%)
9	1909	23.0%
C	929	11.2%
Y	929	11.2%
	929	11.2%
N	929	11.2%
,	876	10.6%
1	388	4.7%
2	302	3.6%
4	228	2.8%
0	187	2.3%
Other values (7)	678	8.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8284	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	1909	23.0%
C	929	11.2%
Y	929	11.2%
	929	11.2%
N	929	11.2%
,	876	10.6%
1	388	4.7%
2	302	3.6%
4	228	2.8%
0	187	2.3%
Other values (7)	678	8.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8284	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	1909	23.0%
C	929	11.2%
Y	929	11.2%
	929	11.2%
N	929	11.2%
,	876	10.6%
1	388	4.7%
2	302	3.6%
4	228	2.8%
0	187	2.3%
Other values (7)	678	8.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8284	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	1909	23.0%
C	929	11.2%
Y	929	11.2%
	929	11.2%
N	929	11.2%
,	876	10.6%
1	388	4.7%
2	302	3.6%
4	228	2.8%
0	187	2.3%
Other values (7)	678	8.2%

Launched Price (USA)
Text

Distinct	107
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	10
Median length	7
Mean length	7.3387097
Min length	6

Characters and Unicode

Total characters	6825
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	3.7%

Sample

1st row	USD 799
2nd row	USD 849
3rd row	USD 899
4th row	USD 899
5th row	USD 949

Value	Count	Frequency (%)
usd	930	50.0%
499	44	2.4%
899	43	2.3%
299	43	2.3%
1,099	43	2.3%
399	42	2.3%
999	40	2.2%
199	39	2.1%
799	38	2.0%
349	37	2.0%
Other values (98)	561	30.2%

Most occurring characters

Value	Count	Frequency (%)
9	1381	20.2%
U	930	13.6%
S	930	13.6%
D	930	13.6%
	930	13.6%
1	320	4.7%
4	277	4.1%
2	254	3.7%
0	188	2.8%
3	166	2.4%
Other values (6)	519	7.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6825	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	1381	20.2%
U	930	13.6%
S	930	13.6%
D	930	13.6%
	930	13.6%
1	320	4.7%
4	277	4.1%
2	254	3.7%
0	188	2.8%
3	166	2.4%
Other values (6)	519	7.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6825	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	1381	20.2%
U	930	13.6%
S	930	13.6%
D	930	13.6%
	930	13.6%
1	320	4.7%
4	277	4.1%
2	254	3.7%
0	188	2.8%
3	166	2.4%
Other values (6)	519	7.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6825	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	1381	20.2%
U	930	13.6%
S	930	13.6%
D	930	13.6%
	930	13.6%
1	320	4.7%
4	277	4.1%
2	254	3.7%
0	188	2.8%
3	166	2.4%
Other values (6)	519	7.6%

Launched Price (Dubai)
Text

Distinct	141
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Length

Max length	10
Median length	9
Mean length	8.5096774
Min length	7

Characters and Unicode

Total characters	7914
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	47 ?
Unique (%)	5.1%

Sample

1st row	AED 2,799
2nd row	AED 2,999
3rd row	AED 3,199
4th row	AED 3,199
5th row	AED 3,399

Value	Count	Frequency (%)
aed	930	50.0%
1,499	39	2.1%
1,099	35	1.9%
1,299	29	1.6%
3,299	25	1.3%
1,699	25	1.3%
999	24	1.3%
699	23	1.2%
1,899	23	1.2%
899	23	1.2%
Other values (132)	684	36.8%

Most occurring characters

Value	Count	Frequency (%)
9	1638	20.7%
A	930	11.8%
E	930	11.8%
D	930	11.8%
	930	11.8%
,	701	8.9%
1	434	5.5%
0	275	3.5%
4	241	3.0%
2	230	2.9%
Other values (5)	675	8.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7914	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	1638	20.7%
A	930	11.8%
E	930	11.8%
D	930	11.8%
	930	11.8%
,	701	8.9%
1	434	5.5%
0	275	3.5%
4	241	3.0%
2	230	2.9%
Other values (5)	675	8.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7914	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	1638	20.7%
A	930	11.8%
E	930	11.8%
D	930	11.8%
	930	11.8%
,	701	8.9%
1	434	5.5%
0	275	3.5%
4	241	3.0%
2	230	2.9%
Other values (5)	675	8.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7914	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	1638	20.7%
A	930	11.8%
E	930	11.8%
D	930	11.8%
	930	11.8%
,	701	8.9%
1	434	5.5%
0	275	3.5%
4	241	3.0%
2	230	2.9%
Other values (5)	675	8.5%

Launched Year
Real number (ℝ)

Distinct	11
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2022.1935

Minimum	2014
Maximum	2025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	2014
5-th percentile	2019
Q1	2021
median	2023
Q3	2024
95-th percentile	2024
Maximum	2025
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.8620802
Coefficient of variation (CV)	0.00092082194
Kurtosis	0.65705415
Mean	2022.1935
Median Absolute Deviation (MAD)	1
Skewness	-0.96323126
Sum	1880640
Variance	3.4673426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2024	292	31.4%
2023	184	19.8%
2022	149	16.0%
2021	109	11.7%
2020	101	10.9%
2019	46	4.9%
2018	21	2.3%
2025	12	1.3%
2017	9	1.0%
2016	5	0.5%

Value	Count	Frequency (%)
2014	2	0.2%
2016	5	0.5%
2017	9	1.0%
2018	21	2.3%
2019	46	4.9%
2020	101	10.9%
2021	109	11.7%
2022	149	16.0%
2023	184	19.8%
2024	292	31.4%

Value	Count	Frequency (%)
2025	12	1.3%
2024	292	31.4%
2023	184	19.8%
2022	149	16.0%
2021	109	11.7%
2020	101	10.9%
2019	46	4.9%
2018	21	2.3%
2017	9	1.0%
2016	5	0.5%

	Company Name	Front Camera	Launched Year	RAM
Company Name	1.000	0.387	0.230	0.162
Front Camera	0.387	1.000	0.255	0.255
Launched Year	0.230	0.255	1.000	0.362
RAM	0.162	0.255	0.362	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Company Name	Model Name	Mobile Weight	RAM	Front Camera	Back Camera	Processor	Battery Capacity	Screen Size	Launched Price (Pakistan)	Launched Price (India)	Launched Price (China)	Launched Price (USA)	Launched Price (Dubai)	Launched Year
0	Apple	iPhone 16 128GB	174g	6GB	12MP	48MP	A17 Bionic	3,600mAh	6.1 inches	PKR 224,999	INR 79,999	CNY 5,799	USD 799	AED 2,799	2024
1	Apple	iPhone 16 256GB	174g	6GB	12MP	48MP	A17 Bionic	3,600mAh	6.1 inches	PKR 234,999	INR 84,999	CNY 6,099	USD 849	AED 2,999	2024
2	Apple	iPhone 16 512GB	174g	6GB	12MP	48MP	A17 Bionic	3,600mAh	6.1 inches	PKR 244,999	INR 89,999	CNY 6,499	USD 899	AED 3,199	2024
3	Apple	iPhone 16 Plus 128GB	203g	6GB	12MP	48MP	A17 Bionic	4,200mAh	6.7 inches	PKR 249,999	INR 89,999	CNY 6,199	USD 899	AED 3,199	2024
4	Apple	iPhone 16 Plus 256GB	203g	6GB	12MP	48MP	A17 Bionic	4,200mAh	6.7 inches	PKR 259,999	INR 94,999	CNY 6,499	USD 949	AED 3,399	2024
5	Apple	iPhone 16 Plus 512GB	203g	6GB	12MP	48MP	A17 Bionic	4,200mAh	6.7 inches	PKR 274,999	INR 104,999	CNY 6,999	USD 999	AED 3,599	2024
6	Apple	iPhone 16 Pro 128GB	206g	6GB	12MP / 4K	50MP + 12MP	A17 Pro	4,400mAh	6.1 inches	PKR 284,999	INR 99,999	CNY 6,999	USD 999	AED 3,499	2024
7	Apple	iPhone 16 Pro 256GB	206g	8GB	12MP / 4K	50MP + 12MP	A17 Pro	4,400mAh	6.1 inches	PKR 294,999	INR 104,999	CNY 7,099	USD 1,049	AED 3,699	2024
8	Apple	iPhone 16 Pro 512GB	206g	8GB	12MP / 4K	50MP + 12MP	A17 Pro	4,400mAh	6.1 inches	PKR 314,999	INR 114,999	CNY 7,499	USD 1,099	AED 3,899	2024
9	Apple	iPhone 16 Pro Max 128GB	221g	6GB	12MP / 4K	48MP + 12MP	A17 Pro	4,500mAh	6.7 inches	PKR 314,999	INR 109,999	CNY 7,499	USD 1,099	AED 3,799	2024

	Company Name	Model Name	Mobile Weight	RAM	Front Camera	Back Camera	Processor	Battery Capacity	Screen Size	Launched Price (Pakistan)	Launched Price (India)	Launched Price (China)	Launched Price (USA)	Launched Price (Dubai)	Launched Year
920	POCO	F6 Pro 256GB	210g	8GB	20MP	108MP	Snapdragon 8+ Gen 2	5160mAh	6.67 inches	PKR 109,999	INR 44,999	CNY 3,499	USD 549	AED 1,999	2024
921	POCO	C65 64GB	190g	4GB	5MP	50MP	MediaTek Helio G85	5000mAh	6.5 inches	PKR 24,999	INR 10,999	CNY 999	USD 149	AED 599	2024
922	POCO	X7 128GB	195g	6GB	16MP	64MP	MediaTek Dimensity 8200	5000mAh	6.67 inches	PKR 64,999	INR 22,999	CNY 2,199	USD 329	AED 1,199	2025
923	POCO	X7 Pro 256GB	207g	8GB	20MP	108MP	MediaTek Dimensity 8400	6000mAh	6.67 inches	PKR 79,999	INR 27,999	CNY 2,699	USD 399	AED 1,499	2025
924	POCO	M7 5G 128GB	198g	6GB	8MP	50MP	MediaTek Dimensity 7025	5110mAh	6.67 inches	PKR 39,999	INR 15,999	CNY 1,599	USD 229	AED 899	2024
925	Poco	Pad 5G 128GB	571g	8GB	8MP	8MP	Snapdragon 7s Gen 2	10,000mAh	12.1 inches	PKR 66,220	INR 23,999	CNY 2,099	USD 280	AED 1,029	2024
926	Poco	Pad 5G 256GB	571g	8GB	8MP	8MP	Snapdragon 7s Gen 2	10,000mAh	12.1 inches	PKR 71,220	INR 25,999	CNY 2,299	USD 300	AED 1,099	2024
927	Samsung	Galaxy Z Fold6 256GB	239g	12GB	10MP, 4MP (UDC)	50MP	Snapdragon 8 Gen 3	4400mAh	7.6 inches	PKR 604,999	INR 164,999	¥13,999	USD 1,899	AED 7,199	2024
928	Samsung	Galaxy Z Fold6 512GB	239g	12GB	10MP, 4MP (UDC)	50MP	Snapdragon 8 Gen 3	4400mAh	7.6 inches	PKR 544,999	INR 176,999	CNY 15,999	USD 1719	AED 7,699	2024
929	Samsung	Galaxy Z Fold6 1TB	239g	12GB	10MP, 4MP (UDC)	50MP	Snapdragon 8 Gen 3	4400mAh	7.6 inches	Not available	INR 200,999	CNY 17,999	USD 2,259	AED 8,699	2024

Most frequently occurring

	Company Name	Model Name	Mobile Weight	RAM	Front Camera	Back Camera	Processor	Battery Capacity	Screen Size	Launched Price (Pakistan)	Launched Price (India)	Launched Price (China)	Launched Price (USA)	Launched Price (Dubai)	Launched Year	# duplicates
0	Infinix	Hot 10 Lite 64GB	195g	3GB	8MP	13MP	MediaTek Helio A25	5,000mAh	6.6 inches	PKR 19,999	INR 7,999	CNY 699	USD 109	AED 399	2020	2
1	Oppo	A3 128GB	186g	4GB	5MP	50MP	Snapdragon 6s 4G Gen 1	5000mAh	6.7 inches	PKR 59,999	INR 34,999	CNY 2,999	USD 399	AED 1,499	2024	2
2	Oppo	K10 5G 128GB	205g	8GB	16MP	64MP + 8MP + 2MP	MediaTek Dimensity 8000-Max	5,000mAh	6.59 inches	PKR 64,999	INR 19,999	CNY 1,799	USD 249	AED 1,300	2022	2
3	Oppo	K10x 128GB	195g	6GB	16MP	64MP + 2MP + 2MP	Qualcomm Snapdragon 695	5,000mAh	6.59 inches	PKR 54,999	INR 16,990	CNY 1,499	USD 199	AED 1,000	2022	2
4	Oppo	K10x 256GB	195g	8GB	16MP	64MP + 2MP + 2MP	Qualcomm Snapdragon 695	5,000mAh	6.59 inches	PKR 59,999	INR 18,990	CNY 1,699	USD 229	AED 1,200	2022	2
5	Oppo	K11x 128GB	195g	8GB	16MP	108MP + 2MP	Qualcomm Snapdragon 695	5,000mAh	6.72 inches	PKR 59,999	INR 18,000	CNY 1,499	USD 199	AED 1,000	2023	2
6	Oppo	K11x 256GB	195g	12GB	16MP	108MP + 2MP	Qualcomm Snapdragon 695	5,000mAh	6.72 inches	PKR 64,999	INR 20,000	CNY 1,699	USD 229	AED 1,200	2023	2
7	Oppo	K7 5G 128GB	180g	8GB	32MP	48MP + 8MP + 2MP + 2MP	Qualcomm Snapdragon 765G	4,025mAh	6.4 inches	PKR 49,999	INR 19,999	CNY 1,999	USD 279	AED 1,400	2020	2
8	Oppo	K7x 128GB	194g	6GB	16MP	48MP + 8MP + 2MP + 2MP	MediaTek Dimensity 720	5,000mAh	6.5 inches	PKR 44,999	INR 14,999	CNY 1,499	USD 199	AED 1,000	2020	2
9	Oppo	K9 5G 128GB	172g	8GB	32MP	64MP + 8MP + 2MP	Qualcomm Snapdragon 768G	4,300mAh	6.43 inches	PKR 59,999	INR 22,999	CNY 1,999	USD 279	AED 1,400	2021	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories